Parallel and Distributed Computing

13.

Performance Analysis and Optimization

13.1.

Performance Modeling

13.1.1.

Analytical Models

13.1.2.

Simulation Models

13.1.3.

Empirical Models

13.2.

13.2.1.

Micro-benchmarks

13.2.2.

Application Benchmarks

13.2.3.

Synthetic Benchmarks

13.3.

Profiling and Monitoring

13.3.1.

Performance Profilers

13.3.2.

System Monitoring

13.3.3.

Distributed Tracing

13.4.

Optimization Techniques

13.4.1.

Algorithm Optimization

13.4.2.

Communication Optimization

13.4.3.

Memory Optimization

13.4.4.

I/O Optimization

13.5.

Scalability Analysis

13.5.1.

13.5.2.

13.5.3.

Scalability Bottlenecks

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12. Emerging Paradigms and Technologies

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14. Security in Parallel and Distributed Systems